Blog Data Analytics Using Blogtrackers.
Blog Data Analytics Using Blogtrackers.
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使用 Blogtrackers 进行博客数据分析。
DOI：
10.1007/978-3-030-67044-3_6
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发表时间：
2021
期刊：
影响因子：
--
通讯作者：
Agarwal, Nitin
中科院分区：
文献类型：
--
作者：
Obadimu, A.;Hussain, M.N.;Agarwal, Nitin
社交媒体已经成长为发表观点、分享信息和塑造话语的场所。个人利用社交媒体作为一个平台来动员、协调和开展网络运动，范围从对疾病或紊乱的认识到威胁民主原则和机构的越轨行为。博客圈继续崛起，并为内容框架提供了一个有效的媒介。在没有字数限制的情况下，许多人在博客上设定故事，然后使用Twitter和Facebook等其他社交媒体渠道将观众引导到他们的博客。与其他社交媒体渠道相比，博客内容不是结构化的，很难收集。博客监控和分析对社会学家、政治学家、传播学家、记者和信息学家来说非常有用，可以用来审查事件。朝着这个方向，我们提出了Blogtracker工具，该工具旨在探索博客圈并获得对各种事件的洞察。博客追踪器可以帮助识别主要的信息参与者、有影响力的博客作者、流行趋势和新兴趋势，评估语气、情绪和观点，提取实体，并分析他们的网络。
Social media has grown to be the place for voicing one's opinions, sharing information, and shaping discourse. Individuals use social media as a platform to mobilize, coordinate, and conduct cyber campaigns ranging from awareness for diseases or disorders to deviant acts threatening democratic principles and institutions. Blogosphere has continued to rise and afford an effective medium for content framing. With no restriction on the number of characters, many use blogs to set narratives then use other social media channels like Twitter and Facebook to steer their audience to their blogs. Blog content is not structured and hard to collect than other social media channels. Blog monitoring and analysis could be of great use to sociologists, political scientists, communication researchers, journalists, and information scientists to examine events. Toward this direction, we present Blogtrackers tool, which is designed to explore the blogosphere and gain insights on various events. Blogtrackers can help in identifying leading information actors, influential bloggers, popular and emerging trends assess tones, sentiments and opinions, extract entities, and analyze their networks.